Clustering

PointClustering: Unsupervised Point Cloud Pre-Training Using Transformation Invariance in Clustering CVPR 2023 Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models ICML 2023 Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models AAAI 2023 Priori Anchor Labels Supervised Scalable Multi-View Bipartite Graph Clustering AAAI 2023 Privacy-preserving patient clustering for personalized federated learnings MLHC 2023 Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023 Properties of the Mallows Model Depending on the Number of Alternatives: A Warning for an Experimentalist ICML 2023 ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning CVPR 2023 Prototype-based Dataset Comparison ICCV 2023 Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023 Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ICCV 2023 Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Interspeech 2023 pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe Interspeech 2023 Quantifying Network Similarity using Graph Cumulants JMLR 2023 Query Based Acoustic Summarization for Podcasts Interspeech 2023 Random Cuts are Optimal for Explainable k-Medians NeurIPS 2023 Randomized Spectral Co-Clustering for Large-Scale Directed Networks JMLR 2023 Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions COLT 2023 Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data IJCAI 2023 Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NeurIPS 2023 Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework ICML 2023 Regularized Joint Mixture Models JMLR 2023 Replicable Clustering NeurIPS 2023 Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis NeurIPS 2023 Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023